The performance evaluation of the proposed framework on OPIXray dataset [1]} is reported in Table REF . We can observe here that the proposed system achieves an overall mAP score of 0.8396, outperforming the second-best DOAM framework [1]} (driven via FCOS [3]}) by 1.55%. Here, although the performance of both frameworks is identical, we still achieve a significant lead of 7.91% over the DOAM [1]} for extracting the straight knives.
